Document Flare Remover.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e5764a78",
   "metadata": {},
   "source": [
    "# Document Flare Remover\n",
    "\n",
    "This document correction solution removes flare or glare from document images and provides flare free clear images.\n",
    "\n",
    "### Prerequisite\n",
    "\n",
    "To run this algorithm you need to have access to the following AWS Services:\n",
    "- Access to AWS SageMaker and the model package.\n",
    "- An S3 bucket to specify input/output.\n",
    "- Role for AWS SageMaker to access input/output from S3.\n",
    "\n",
    "This sample notebook shows you how to deploy Synthetic Data Evaluation using Amazon SageMaker.\n",
    "\n",
    "> **Note**: This is a reference notebook and it cannot run unless you make changes suggested in the notebook.\n",
    "\n",
    "#### Pre-requisites:\n",
    "1. **Note**: This notebook contains elements which render correctly in Jupyter interface. Open this notebook from an Amazon SageMaker Notebook Instance or Amazon SageMaker Studio.\n",
    "1. Ensure that IAM role used has **AmazonSageMakerFullAccess**\n",
    "1. To deploy this ML model successfully, ensure that:\n",
    "    1. Either your IAM role has these three permissions and you have authority to make AWS Marketplace subscriptions in the AWS account used: \n",
    "        1. **aws-marketplace:ViewSubscriptions**\n",
    "        1. **aws-marketplace:Unsubscribe**\n",
    "        1. **aws-marketplace:Subscribe**  \n",
    "    2. or your AWS account has a subscription to Synthetic Data Evaluation. If so, skip step: [Subscribe to the model package](#1.-Subscribe-to-the-model-package)\n",
    "\n",
    "#### Contents:\n",
    "1. [Subscribe to the model package](#1.-Subscribe-to-the-model-package)\n",
    "2. [Create an endpoint and perform real-time inference](#2.-Create-an-endpoint-and-perform-real-time-inference)\n",
    "   1. [Create an endpoint](#A.-Create-an-endpoint)\n",
    "   2. [Create input payload](#B.-Create-input-payload)\n",
    "   3. [Perform real-time inference](#C.-Perform-real-time-inference)\n",
    "   4. [Output Result](#D.-Output-Result)\n",
    "   5. [Delete the endpoint](#E.-Delete-the-endpoint)\n",
    "3. [Perform batch inference](#3.-Perform-batch-inference) \n",
    "4. [Clean-up](#4.-Clean-up)\n",
    "    1. [Delete the model](#A.-Delete-the-model)\n",
    "    2. [Unsubscribe to the listing (optional)](#B.-Unsubscribe-to-the-listing-(optional))\n",
    "    \n",
    "\n",
    "#### Usage instructions\n",
    "You can run this notebook one cell at a time (By using Shift+Enter for running a cell)."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "165b53e2",
   "metadata": {},
   "source": [
    "### 1. Subscribe to the model package"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "22e30402",
   "metadata": {},
   "source": [
    "To subscribe to the model package:\n",
    "1. Open the model package listing page Synthetic Data Evaluation.\n",
    "1. On the AWS Marketplace listing, click on the **Continue to subscribe** button.\n",
    "1. On the **Subscribe to this software** page, review and click on **\"Accept Offer\"** if you and your organization agrees with EULA, pricing, and support terms. \n",
    "1. Once you click on **Continue to configuration button** and then choose a **region**, you will see a **Product Arn** displayed. This is the model package ARN that you need to specify while creating a deployable model using Boto3. Copy the ARN corresponding to your region and specify the same in the following cell."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3d30b8fe",
   "metadata": {},
   "outputs": [],
   "source": [
    "model_package_arn='arn:aws:sagemaker:us-east-2:786796469737:model-package/document-flare-removal-copy-05-11'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "94e86565",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import os\n",
    "import json\n",
    "import boto3\n",
    "from zipfile import ZipFile\n",
    "import uuid\n",
    "import sagemaker as sage\n",
    "from sagemaker import ModelPackage\n",
    "from sagemaker import get_execution_role\n",
    "from IPython.display import Image, display"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "4caa8cf3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'sagemaker-us-east-2-786796469737'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "role = get_execution_role()\n",
    "\n",
    "sagemaker_session = sage.Session()\n",
    "\n",
    "bucket = sagemaker_session.default_bucket()\n",
    "bucket"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "31a51bb5",
   "metadata": {},
   "source": [
    "### 2. Create an endpoint and perform real-time inference"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9689d658",
   "metadata": {},
   "source": [
    "If you want to understand how real-time inference with Amazon SageMaker works, see [Documentation](https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-hosting.html)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "46912cba",
   "metadata": {},
   "outputs": [],
   "source": [
    "model_name = \"flare-removal\"\n",
    "\n",
    "content_type = \"application/zip\"\n",
    "\n",
    "real_time_inference_instance_type = \"ml.m5.large\"\n",
    "batch_transform_inference_instance_type = \"ml.m5.large\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "233212f0",
   "metadata": {},
   "source": [
    "#### A. Create an endpoint"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e2b8b2a6",
   "metadata": {},
   "outputs": [],
   "source": [
    "def predict_wrapper(endpoint, session):\n",
    "    return sage.predictor.RealTimePredictor(endpoint, session, content_type)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "7d0ccf5f",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Create a deployable model from model package\n",
    "model = ModelPackage(role=role,\n",
    "                    model_package_arn=model_package_arn, \n",
    "                    sagemaker_session=sagemaker_session,\n",
    "                    predictor_cls=predict_wrapper)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5e0c4a9b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "------!"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "The class RealTimePredictor has been renamed in sagemaker>=2.\n",
      "See: https://sagemaker.readthedocs.io/en/stable/v2.html for details.\n"
     ]
    }
   ],
   "source": [
    "predictor = model.deploy(1, real_time_inference_instance_type, endpoint_name=model_name)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "31198277",
   "metadata": {},
   "source": [
    "#### B. Create input payload"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "838ee6d4",
   "metadata": {},
   "source": [
    "#### Instructions\n",
    "\n",
    "    1) The payload should be in zip format."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "478697d8",
   "metadata": {},
   "outputs": [],
   "source": [
    "file_name = \"input.zip\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "49fc22d1",
   "metadata": {},
   "source": [
    "#### C. Perform real-time inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b8b4c17b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\r\n",
      "    \"ContentType\": \"application/zip\",\r\n",
      "    \"InvokedProductionVariant\": \"AllTraffic\"\r\n",
      "}\r\n"
     ]
    }
   ],
   "source": [
    "!aws sagemaker-runtime invoke-endpoint --endpoint-name $model_name --body fileb://$file_name --content-type 'application/zip' --region us-east-2 output.zip"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "66f37a4f",
   "metadata": {},
   "source": [
    "#### D. Output Result\n",
    "\n",
    "- The output file (in zip format) contains the following files:\n",
    "\n",
    "    1. 'output.zip': A folder containing different high resolution images."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "a5e6c5b5",
   "metadata": {},
   "outputs": [],
   "source": [
    "file_path = os.getcwd()\n",
    "file_name = 'output.zip'\n",
    "\n",
    "file_object = open(file_name,'rb')\n",
    "z = ZipFile(file_object)\n",
    "file_names = []\n",
    "for name in z.namelist():\n",
    "    z.extract(name,file_path)\n",
    "    file_names.append(name)\n",
    "file_object.close()\n",
    "\n",
    "output_folder_path = os.path.join(file_path, \"output\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f1a8eb12",
   "metadata": {},
   "source": [
    "Now that you have successfully performed a real-time inference, you do not need the endpoint any more. You can terminate the endpoint to avoid being charged.m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "5bf9e436",
   "metadata": {},
   "outputs": [],
   "source": [
    "predictor=sage.predictor.Predictor(model_name, sagemaker_session,content_type)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a6508527",
   "metadata": {},
   "source": [
    "### 3. Perform batch inference"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5f2d3533",
   "metadata": {},
   "source": [
    "In this section, you will perform batch inference using multiple input payloads together. If you are not familiar with batch transform, and want to learn more, see these links:\n",
    "1. [How it works](https://docs.aws.amazon.com/sagemaker/latest/dg/ex1-batch-transform.html)\n",
    "2. [How to run a batch transform job](https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-batch.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "f01f9ca4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Transform input uploaded to s3://sagemaker-us-east-2-786796469737/flare-removal\n"
     ]
    }
   ],
   "source": [
    "#upload the batch-transform job input files to S3\n",
    "transform_input_folder = \"data/input/batch\"\n",
    "transform_input = sagemaker_session.upload_data(transform_input_folder, key_prefix=model_name)\n",
    "print(\"Transform input uploaded to \" + transform_input)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "f18fbd3c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "...............................\u001b[34m * Serving Flask app 'serve' (lazy loading)\n",
      " * Environment: production\n",
      "   WARNING: This is a development server. Do not use it in a production deployment.\n",
      "   Use a production WSGI server instead.\n",
      " * Debug mode: off\n",
      " * Running on all addresses.\n",
      "   WARNING: This is a development server. Do not use it in a production deployment.\n",
      " * Running on http://169.254.255.131:8080/ (Press CTRL+C to quit)\u001b[0m\n",
      "\u001b[35m * Serving Flask app 'serve' (lazy loading)\n",
      " * Environment: production\n",
      "   WARNING: This is a development server. Do not use it in a production deployment.\n",
      "   Use a production WSGI server instead.\n",
      " * Debug mode: off\n",
      " * Running on all addresses.\n",
      "   WARNING: This is a development server. Do not use it in a production deployment.\n",
      " * Running on http://169.254.255.131:8080/ (Press CTRL+C to quit)\u001b[0m\n",
      "\u001b[34m169.254.255.130 - - [11/May/2023 07:26:58] \"GET /ping HTTP/1.1\" 200 -\u001b[0m\n",
      "\u001b[34m169.254.255.130 - - [11/May/2023 07:26:58] \"#033[33mGET /execution-parameters HTTP/1.1#033[0m\" 404 -\u001b[0m\n",
      "\u001b[35m169.254.255.130 - - [11/May/2023 07:26:58] \"GET /ping HTTP/1.1\" 200 -\u001b[0m\n",
      "\u001b[35m169.254.255.130 - - [11/May/2023 07:26:58] \"#033[33mGET /execution-parameters HTTP/1.1#033[0m\" 404 -\u001b[0m\n",
      "\u001b[32m2023-05-11T07:26:58.752:[sagemaker logs]: MaxConcurrentTransforms=1, MaxPayloadInMB=6, BatchStrategy=MULTI_RECORD\u001b[0m\n",
      "\u001b[34mExtracting all the files now...\u001b[0m\n",
      "\u001b[34mImput Image Dir /opt/program/DewarpNet/eval/inp\u001b[0m\n",
      "\u001b[34mImput Image Direc files ['glare-image-1.png', 'glare-image-2.png']\u001b[0m\n",
      "\u001b[35mExtracting all the files now...\u001b[0m\n",
      "\u001b[35mImput Image Dir /opt/program/DewarpNet/eval/inp\u001b[0m\n",
      "\u001b[35mImput Image Direc files ['glare-image-1.png', 'glare-image-2.png']\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:No training configuration found in save file, so the model was *not* compiled. Compile it manually.\u001b[0m\n",
      "\u001b[34mW0511 07:27:02.657193 140245287114560 load.py:165] No training configuration found in save file, so the model was *not* compiled. Compile it manually.\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:No training configuration found in save file, so the model was *not* compiled. Compile it manually.\u001b[0m\n",
      "\u001b[35mW0511 07:27:02.657193 140245287114560 load.py:165] No training configuration found in save file, so the model was *not* compiled. Compile it manually.\u001b[0m\n",
      "\n",
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      "\u001b[34mW0511 07:27:13.835660 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835724 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835785 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834346 140245287114560 util.py:204] Unresolved object in checkpoint: (root)._default_save_signature\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834409 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834477 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834541 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834614 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834693 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834762 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834837 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834904 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834969 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835031 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835093 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835160 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835223 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835286 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835350 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835413 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835477 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835538 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835599 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835660 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835724 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835785 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835847 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835910 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835971 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836031 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836094 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836157 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836219 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836281 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836345 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836404 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836463 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836526 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836589 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836652 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836714 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836778 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836839 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836899 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836964 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837027 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837089 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837152 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837212 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835847 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835910 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835971 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836031 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836094 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836157 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836219 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836281 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836345 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836404 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836463 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836526 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836589 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836652 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836714 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836778 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836839 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836899 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836964 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837027 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837089 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837152 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837212 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837273 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837338 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837400 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837463 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837526 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837589 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837654 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837717 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837777 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837839 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837903 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837964 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838026 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838088 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838149 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838212 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838282 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838342 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838413 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838480 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838551 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838623 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838705 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838772 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837273 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837338 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837400 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837463 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837526 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837589 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837654 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837717 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837777 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837839 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837903 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837964 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838026 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838088 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838149 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838212 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838282 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838342 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838413 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838480 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838551 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838623 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838705 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838772 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838852 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838925 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838994 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839050 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839104 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839161 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839216 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839274 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839338 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839408 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839477 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839540 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839611 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839683 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839751 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839823 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839893 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839963 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840033 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840100 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840160 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840225 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840287 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840359 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840425 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_1\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838852 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838925 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838994 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839050 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839104 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839161 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839216 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839274 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839338 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839408 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839477 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839540 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839611 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839683 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839751 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839823 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839893 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839963 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840033 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840100 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840160 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840225 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840287 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840359 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840425 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_1\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840492 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_1\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_2\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840555 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_2\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_3\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840626 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_3\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840696 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_1\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840766 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_1\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_2\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840836 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_2\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_3\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840908 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_3\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).signatures.serving_default\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840975 140245287114560 util.py:204] Unresolved object in checkpoint: (root).signatures.serving_default\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841041 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841105 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841171 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841244 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841313 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841388 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841460 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841525 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841595 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841661 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841725 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841781 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841842 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841907 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841976 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842042 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840492 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_1\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_2\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840555 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_2\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_3\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840626 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_3\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840696 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_1\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840766 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_1\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_2\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840836 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_2\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_3\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840908 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_3\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).signatures.serving_default\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840975 140245287114560 util.py:204] Unresolved object in checkpoint: (root).signatures.serving_default\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841041 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841105 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841171 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841244 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841313 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841388 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841460 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841525 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841595 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841661 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841725 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841781 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841842 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841907 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841976 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842042 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842108 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842179 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842243 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842312 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842375 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842437 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842501 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842567 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842639 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842716 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842789 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842869 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842941 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843008 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843076 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843143 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843206 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843282 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843354 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843427 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843491 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843562 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843626 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843698 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842108 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842179 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842243 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842312 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842375 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842437 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842501 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842567 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842639 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842716 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842789 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842869 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842941 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843008 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843076 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843143 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843206 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843282 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843354 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843427 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843491 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843562 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843626 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843698 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843773 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843838 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843908 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843973 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844047 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844118 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844183 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844253 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844328 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844391 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844462 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844536 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844601 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844671 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844745 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844808 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844877 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844952 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845017 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845087 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845159 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845223 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845299 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845369 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845434 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843773 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843838 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843908 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843973 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844047 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844118 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844183 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844253 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844328 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844391 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844462 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844536 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844601 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844671 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844745 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844808 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844877 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844952 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845017 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845087 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845159 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845223 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845299 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845369 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845434 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845505 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845577 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845644 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845719 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845783 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845853 140245287114560 util.py:212] A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.\u001b[0m\n",
      "\u001b[34mImput Image Direc files ['output_flare', 'output', 'input', 'output_blend']\u001b[0m\n",
      "\u001b[34m169.254.255.130 - - [11/May/2023 07:27:14] \"POST /invocations HTTP/1.1\" 200 -\u001b[0m\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845505 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845577 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845644 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845719 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845783 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845853 140245287114560 util.py:212] A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.\u001b[0m\n",
      "\u001b[35mImput Image Direc files ['output_flare', 'output', 'input', 'output_blend']\u001b[0m\n",
      "\u001b[35m169.254.255.130 - - [11/May/2023 07:27:14] \"POST /invocations HTTP/1.1\" 200 -\u001b[0m\n",
      "\u001b[34m * Serving Flask app 'serve' (lazy loading)\n",
      " * Environment: production\n",
      "   WARNING: This is a development server. Do not use it in a production deployment.\n",
      "   Use a production WSGI server instead.\n",
      " * Debug mode: off\n",
      " * Running on all addresses.\n",
      "   WARNING: This is a development server. Do not use it in a production deployment.\n",
      " * Running on http://169.254.255.131:8080/ (Press CTRL+C to quit)\u001b[0m\n",
      "\u001b[35m * Serving Flask app 'serve' (lazy loading)\n",
      " * Environment: production\n",
      "   WARNING: This is a development server. Do not use it in a production deployment.\n",
      "   Use a production WSGI server instead.\n",
      " * Debug mode: off\n",
      " * Running on all addresses.\n",
      "   WARNING: This is a development server. Do not use it in a production deployment.\n",
      " * Running on http://169.254.255.131:8080/ (Press CTRL+C to quit)\u001b[0m\n",
      "\u001b[34m169.254.255.130 - - [11/May/2023 07:26:58] \"GET /ping HTTP/1.1\" 200 -\u001b[0m\n",
      "\u001b[34m169.254.255.130 - - [11/May/2023 07:26:58] \"#033[33mGET /execution-parameters HTTP/1.1#033[0m\" 404 -\u001b[0m\n",
      "\u001b[35m169.254.255.130 - - [11/May/2023 07:26:58] \"GET /ping HTTP/1.1\" 200 -\u001b[0m\n",
      "\u001b[35m169.254.255.130 - - [11/May/2023 07:26:58] \"#033[33mGET /execution-parameters HTTP/1.1#033[0m\" 404 -\u001b[0m\n",
      "\u001b[32m2023-05-11T07:26:58.752:[sagemaker logs]: MaxConcurrentTransforms=1, MaxPayloadInMB=6, BatchStrategy=MULTI_RECORD\u001b[0m\n",
      "\u001b[34mExtracting all the files now...\u001b[0m\n",
      "\u001b[34mImput Image Dir /opt/program/DewarpNet/eval/inp\u001b[0m\n",
      "\u001b[34mImput Image Direc files ['glare-image-1.png', 'glare-image-2.png']\u001b[0m\n",
      "\u001b[35mExtracting all the files now...\u001b[0m\n",
      "\u001b[35mImput Image Dir /opt/program/DewarpNet/eval/inp\u001b[0m\n",
      "\u001b[35mImput Image Direc files ['glare-image-1.png', 'glare-image-2.png']\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:No training configuration found in save file, so the model was *not* compiled. Compile it manually.\u001b[0m\n",
      "\u001b[34mW0511 07:27:02.657193 140245287114560 load.py:165] No training configuration found in save file, so the model was *not* compiled. Compile it manually.\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:No training configuration found in save file, so the model was *not* compiled. Compile it manually.\u001b[0m\n",
      "\u001b[35mW0511 07:27:02.657193 140245287114560 load.py:165] No training configuration found in save file, so the model was *not* compiled. Compile it manually.\u001b[0m\n",
      "\u001b[34m#015  0%|          | 0/2 [00:00<?, ?it/s]#015 50%|█████     | 1/2 [00:05<00:05,  5.54s/it]#015100%|██████████| 2/2 [00:11<00:00,  5.53s/it]#015100%|██████████| 2/2 [00:11<00:00,  5.53s/it]\u001b[0m\n",
      "\u001b[34mdone\u001b[0m\n",
      "\u001b[35m#015  0%|          | 0/2 [00:00<?, ?it/s]#015 50%|█████     | 1/2 [00:05<00:05,  5.54s/it]#015100%|██████████| 2/2 [00:11<00:00,  5.53s/it]#015100%|██████████| 2/2 [00:11<00:00,  5.53s/it]\u001b[0m\n",
      "\u001b[35mdone\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.833994 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.834253 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root)._default_save_signature\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.833994 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834253 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root)._default_save_signature\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.834346 140245287114560 util.py:204] Unresolved object in checkpoint: (root)._default_save_signature\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.834409 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.834477 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.834541 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.834614 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.834693 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.834762 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.834837 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.834904 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.834969 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835031 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835093 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835160 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835223 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835286 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835350 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835413 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835477 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835538 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835599 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835660 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835724 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835785 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834346 140245287114560 util.py:204] Unresolved object in checkpoint: (root)._default_save_signature\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834409 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834477 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834541 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834614 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834693 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834762 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834837 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834904 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.834969 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835031 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835093 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835160 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835223 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835286 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835350 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835413 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835477 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835538 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835599 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835660 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835724 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835785 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835847 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835910 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.835971 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836031 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836094 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836157 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836219 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836281 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836345 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836404 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836463 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836526 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836589 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836652 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836714 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836778 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836839 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836899 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.836964 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837027 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837089 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837152 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837212 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835847 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835910 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.835971 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836031 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836094 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-6._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836157 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836219 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836281 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-7._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836345 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836404 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836463 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836526 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836589 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836652 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836714 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836778 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836839 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836899 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.836964 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837027 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837089 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837152 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837212 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837273 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837338 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837400 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837463 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837526 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837589 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837654 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837717 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837777 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837839 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837903 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.837964 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838026 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838088 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838149 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838212 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838282 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838342 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838413 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838480 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838551 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838623 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838705 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838772 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837273 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837338 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837400 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837463 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837526 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837589 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837654 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837717 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837777 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837839 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837903 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.837964 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838026 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838088 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838149 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838212 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838282 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838342 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838413 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838480 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838551 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838623 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838705 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838772 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838852 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838925 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.838994 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839050 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839104 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839161 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839216 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839274 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839338 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839408 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839477 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839540 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839611 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839683 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839751 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839823 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839893 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.839963 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840033 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840100 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840160 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.__call__\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840225 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.__call__\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840287 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840359 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840425 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_1\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838852 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838925 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.838994 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839050 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839104 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839161 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839216 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839274 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839338 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839408 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839477 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839540 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839611 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839683 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839751 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839823 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839893 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.839963 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840033 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840100 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840160 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.__call__\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840225 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.__call__\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840287 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840359 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22._jit_compiled_convolution_op\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840425 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_1\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840492 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_1\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_2\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840555 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_2\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).__call__.trace_3\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840626 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_3\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840696 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_1\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840766 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_1\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_2\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840836 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_2\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_3\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840908 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_3\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).signatures.serving_default\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.840975 140245287114560 util.py:204] Unresolved object in checkpoint: (root).signatures.serving_default\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841041 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841105 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-0.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841171 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841244 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-1.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841313 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841388 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841460 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841525 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841595 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841661 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841725 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.__call__.trace_0\u001b[0m\n",
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      "\u001b[34mW0511 07:27:13.841781 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-6.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841842 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841907 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.841976 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-5.__call__.trace_0\u001b[0m\n",
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      "\u001b[35mW0511 07:27:13.840492 140245287114560 util.py:204] Unresolved object in checkpoint: (root).__call__.trace_1\u001b[0m\n",
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      "\u001b[35mW0511 07:27:13.840696 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_1\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.840766 140245287114560 util.py:204] Unresolved object in checkpoint: (root).call_and_return_all_conditional_losses.trace_1\u001b[0m\n",
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      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-3.__call__.trace_0\u001b[0m\n",
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      "\u001b[35mW0511 07:27:13.841388 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841460 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-2.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-2.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
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      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-3.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
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      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-6.__call__.trace_0\u001b[0m\n",
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      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.841842 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-4.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-4.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
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      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.__call__.trace_0\u001b[0m\n",
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      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-5.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
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      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-9.__call__.trace_0\u001b[0m\n",
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      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-6.__call__.trace_0\u001b[0m\n",
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      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-7.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
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      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-12.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842501 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.__call__.trace_0\u001b[0m\n",
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      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842639 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842716 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842789 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
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      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.842941 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.__call__.trace_0\u001b[0m\n",
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      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.__call__.trace_0\u001b[0m\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843143 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
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      "\u001b[35mW0511 07:27:13.842567 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-12.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842639 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842716 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-8.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842789 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842869 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-9.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.842941 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843008 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843076 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843143 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-10.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843206 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843282 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843354 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843427 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-11.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843491 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843562 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-12.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843626 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843698 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843773 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843838 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843908 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.843973 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844047 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844118 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844183 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844253 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844328 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844391 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844462 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844536 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844601 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844671 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844745 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844808 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844877 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.844952 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845017 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845087 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845159 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845223 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845299 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845369 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845434 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843773 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843838 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-13.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843908 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.843973 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844047 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844118 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-14.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844183 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844253 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-15.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844328 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844391 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-25.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844462 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844536 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-16.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844601 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844671 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-27.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844745 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844808 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-17.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844877 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.844952 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-18.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845017 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845087 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-30.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845159 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845223 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-19.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845299 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845369 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer-32.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845434 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845505 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845577 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845644 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.__call__.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845719 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.__call__.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845783 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[34mWARNING:tensorflow:A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.\u001b[0m\n",
      "\u001b[34mW0511 07:27:13.845853 140245287114560 util.py:212] A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.\u001b[0m\n",
      "\u001b[34mImput Image Direc files ['output_flare', 'output', 'input', 'output_blend']\u001b[0m\n",
      "\u001b[34m169.254.255.130 - - [11/May/2023 07:27:14] \"POST /invocations HTTP/1.1\" 200 -\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845505 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-20.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845577 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845644 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-21.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.__call__.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845719 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.__call__.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845783 140245287114560 util.py:204] Unresolved object in checkpoint: (root).layer_with_weights-22.call_and_return_all_conditional_losses.trace_0\u001b[0m\n",
      "\u001b[35mWARNING:tensorflow:A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.\u001b[0m\n",
      "\u001b[35mW0511 07:27:13.845853 140245287114560 util.py:212] A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.\u001b[0m\n",
      "\u001b[35mImput Image Direc files ['output_flare', 'output', 'input', 'output_blend']\u001b[0m\n",
      "\u001b[35m169.254.255.130 - - [11/May/2023 07:27:14] \"POST /invocations HTTP/1.1\" 200 -\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "#Run the batch inference job\n",
    "transformer = model.transformer(1, batch_transform_inference_instance_type)\n",
    "transformer.transform(transform_input, content_type=content_type)\n",
    "transformer.wait()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "54ff0de8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'s3://sagemaker-us-east-2-786796469737/document-flare-removal-copy-05-11-2023-05-11-07-21-53-379'"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Ouput is available on the following path\n",
    "transformer.output_path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "1140a588",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Output file loaded from bucket\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/ec2-user/anaconda3/envs/python3/lib/python3.6/site-packages/boto3/compat.py:88: PythonDeprecationWarning: Boto3 will no longer support Python 3.6 starting May 30, 2022. To continue receiving service updates, bug fixes, and security updates please upgrade to Python 3.7 or later. More information can be found here: https://aws.amazon.com/blogs/developer/python-support-policy-updates-for-aws-sdks-and-tools/\n",
      "  warnings.warn(warning, PythonDeprecationWarning)\n"
     ]
    }
   ],
   "source": [
    "s3_conn = boto3.client(\"s3\")\n",
    "bucket_name=\"sagemaker-us-east-2-786796469737\"\n",
    "with open('output.zip', 'wb') as f:\n",
    "    s3_conn.download_fileobj(bucket_name, os.path.basename(transformer.output_path)+'/input.zip.out', f)\n",
    "    print(\"Output file loaded from bucket\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "a066b272",
   "metadata": {},
   "outputs": [],
   "source": [
    "file_path = os.getcwd()\n",
    "file_name = 'output.zip'\n",
    "\n",
    "file_object = open(file_name,'rb')\n",
    "z = ZipFile(file_object)\n",
    "file_names = []\n",
    "for name in z.namelist():\n",
    "    z.extract(name,file_path)\n",
    "    file_names.append(name)\n",
    "file_object.close()\n",
    "\n",
    "output_folder_path = os.path.join(file_path, \"output\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "76d97943",
   "metadata": {},
   "source": [
    "### 4. Clean-up"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d2d5cc1c",
   "metadata": {},
   "source": [
    "#### A. Delete the model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "8382b9c3",
   "metadata": {},
   "outputs": [],
   "source": [
    "predictor.delete_endpoint(delete_endpoint_config=True)\n",
    "model.delete_model()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "95482340",
   "metadata": {},
   "source": [
    "#### B. Unsubscribe to the listing (optional)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "83a3e4cb",
   "metadata": {},
   "source": [
    "If you would like to unsubscribe to the model package, follow these steps. Before you cancel the subscription, ensure that you do not have any [deployable model](https://console.aws.amazon.com/sagemaker/home#/models) created from the model package or using the algorithm. Note - You can find this information by looking at the container name associated with the model. \n",
    "\n",
    "**Steps to unsubscribe to product from AWS Marketplace**:\n",
    "1. Navigate to __Machine Learning__ tab on [__Your Software subscriptions page__](https://aws.amazon.com/marketplace/ai/library?productType=ml&ref_=mlmp_gitdemo_indust)\n",
    "2. Locate the listing that you want to cancel the subscription for, and then choose __Cancel Subscription__  to cancel the subscription."
   ]
  }
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